Pellet Durability Efficiency
The power of data to infer, forecast, and optimize business processes
Starting Point
- Data: 📏 Collection, selection, and cleaning of relevant data.
- Context: 🔬 People, variables, and factors considered.
- Objectives: 🌍 Business understanding/strategy – What do we want to infer, forecast, and optimize?
🔬Variables Influencing Pellet Quality 🔬
📏 Durability Overview 📏
Correlation Matrix in Pelletizer
🔬 Inference and Forecasting 🔬
How do the predictors behave?
Behavior of each variable in the prediction
🔬 Simulation 🔬
Explore the system’s parameter space – What if...?
We're just beginning the data journey ...
- Deeply understand the data, from production processes and measurements to business strategy.
- What's wrong? Fix it and learn. What's right? Keep doing it.
- Experiment, experiment, experiment — iterate to refine and learn from data.
- Dream big with feet on the ground — tame monsters with technique and brainpower.
Fecha de elaboración: 26-12-2025